Tariq Rashid - A Gentle Introduction to Neural Networks (with Python)

If you are more technicallycapable, you will see how you could make your own with Python andnumpy.-----Part 1 - Ideas: - the search for AI, hard problems for computers easy fro humans - learning from examples (simple classifier) - biologically inspired neurons and networks - training a neural network - the back propagation breakthrough - matrix ways of working (good for computers)Part 2 - Python: - Python is easy, and everywhere - Python notebooks - the MNIST data set - a very simple neural network class - focus on concise and efficient matrix calculations with bumpy - 97.5% accuracy recognising handwritten numbers - with just a fewlines of code!Part 3 - Q&A